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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Ring of Health | 7 | 11.48% | 100.0 | 85.71% | +43.12% | +14.29% | +14.29% | 0.00% | 30:48 | 12:15 | 16:11 | 32:55 | 37:45 | 48:00 | 21:34 | 15:58 |
 | Aghanim's Shard | 14 | 22.95% | 97.3 | 71.43% | +31.00% | +3.57% | -4.76% | -0.49% | 31:08 | 20:00 | 21:20 | 29:28 | 38:30 | 49:20 | 17:10 | 12:42 |
 | Magic Wand | 44 | 72.13% | 94.6 | 54.55% | +25.14% | -9.10% | -18.19% | -2.10% | 11:50 | 04:33 | 09:29 | 11:23 | 13:49 | 22:25 | 04:20 | 03:12 |
 | Blink Dagger | 30 | 49.18% | 91.9 | 56.67% | +17.96% | -6.67% | +0.47% | 0.66% | 26:50 | 14:30 | 21:48 | 25:53 | 32:38 | 44:11 | 10:50 | 08:01 |
 | Ring of Basilius | 24 | 39.34% | 89.2 | 58.33% | +17.79% | -25.00% | -8.33% | 2.79% | 08:19 | 01:39 | 03:33 | 06:36 | 09:31 | 35:38 | 05:58 | 04:25 |
 | Void Stone | 6 | 9.84% | 86.5 | 83.33% | +39.69% | +16.67% | +16.67% | 0.00% | 30:33 | 11:34 | 14:45 | 32:55 | 38:19 | 48:01 | 23:34 | 17:27 |
 | Boots of Speed | 61 | 100.00% | 83.8 | 47.54% | +47.54% | +5.79% | +12.46% | 1.13% | 04:09 | -01:29 | -01:29 | 05:29 | 07:24 | 10:45 | 08:53 | 06:34 |
 | Magic Stick | 57 | 93.44% | 81.1 | 47.37% | -2.63% | +16.92% | +2.63% | -4.40% | 03:17 | -01:29 | -01:28 | 02:58 | 04:43 | 16:16 | 06:11 | 04:34 |
 | Holy Locket | 28 | 45.90% | 78.4 | 53.57% | +11.15% | -39.28% | +32.14% | 12.99% | 19:20 | 14:06 | 15:38 | 18:40 | 21:08 | 34:21 | 05:30 | 04:04 |
 | Headdress | 28 | 45.90% | 75.7 | 53.57% | +11.15% | -10.71% | +17.86% | 6.30% | 15:06 | 08:56 | 11:52 | 14:19 | 16:24 | 27:24 | 04:32 | 03:21 |
 | Wind Lace | 44 | 72.13% | 73.0 | 47.73% | +0.67% | +15.91% | -11.37% | -1.97% | 11:54 | -01:29 | 04:52 | 08:22 | 18:42 | 42:55 | 13:50 | 10:14 |
 | Fluffy Hat | 39 | 63.93% | 70.3 | 48.72% | +3.27% | +1.28% | +11.28% | 1.97% | 14:24 | 01:14 | 10:55 | 12:29 | 15:59 | 37:36 | 05:04 | 03:45 |
 | Morbid Mask | 3 | 4.92% | 67.6 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 35:15 | 26:40 | 26:40 | 35:38 | 43:26 | 43:26 | 16:46 | 12:25 |
 | Vladmir's Offering | 3 | 4.92% | 64.9 | 100.00% | +55.17% | 0.00% | 0.00% | 0.00% | 35:38 | 27:44 | 27:44 | 35:43 | 43:26 | 43:26 | 15:42 | 11:37 |
 | Tranquil Boots | 34 | 55.74% | 62.2 | 47.06% | -1.09% | -2.62% | -9.56% | -0.74% | 14:09 | 06:08 | 09:24 | 11:25 | 18:46 | 30:39 | 09:22 | 06:56 |
 | Chainmail | 24 | 39.34% | 59.5 | 50.00% | +4.05% | -16.67% | +16.67% | 2.65% | 21:52 | 04:04 | 13:53 | 20:06 | 26:29 | 52:40 | 12:36 | 09:20 |
 | Crown | 20 | 32.79% | 56.8 | 50.00% | +3.66% | +30.00% | -10.00% | -4.91% | 23:49 | 07:31 | 19:20 | 24:03 | 27:29 | 42:55 | 08:09 | 06:02 |
 | Medallion of Courage | 21 | 34.43% | 54.1 | 47.62% | +0.12% | -7.62% | +12.38% | 1.80% | 22:10 | 12:18 | 15:23 | 20:55 | 26:30 | 41:09 | 11:07 | 08:14 |
 | Blight Stone | 21 | 34.43% | 51.4 | 47.62% | +0.12% | -27.62% | +12.38% | 3.56% | 21:31 | 11:35 | 15:16 | 20:24 | 26:30 | 41:09 | 11:14 | 08:19 |
 | Solar Crest | 15 | 24.59% | 48.6 | 46.67% | -1.16% | +3.33% | +3.33% | 0.00% | 28:53 | 18:06 | 20:26 | 29:57 | 31:38 | 44:31 | 11:12 | 08:17 |
 | Lotus Orb | 4 | 6.56% | 45.9 | 75.00% | +29.39% | -75.00% | +25.00% | 0.00% | 39:36 | 33:40 | 33:40 | 38:00 | 38:19 | 48:24 | 04:39 | 03:26 |
 | Orb of Venom | 16 | 26.23% | 43.2 | 43.75% | -5.14% | -18.75% | +56.25% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 3.28% | 40.5 | 100.00% | +54.24% | 0.00% | 0.00% | 0.00% | 32:14 | 27:52 | 27:52 | 36:35 | 36:35 | 36:35 | 08:43 | 06:27 |
 | Hood of Defiance | 2 | 3.28% | 37.8 | 100.00% | +54.24% | 0.00% | 0.00% | 0.00% | 23:56 | 17:29 | 17:29 | 30:22 | 30:22 | 30:22 | 12:53 | 09:32 |
 | Drum of Endurance | 2 | 3.28% | 35.1 | 100.00% | +54.24% | 0.00% | 0.00% | 0.00% | 19:50 | 17:01 | 17:01 | 22:39 | 22:39 | 22:39 | 05:38 | 04:10 |
 | Meteor Hammer | 2 | 3.28% | 32.4 | 100.00% | +54.24% | 0.00% | 0.00% | 0.00% | 16:22 | 14:56 | 14:56 | 17:47 | 17:47 | 17:47 | 02:51 | 02:06 |
 | Phase Boots | 2 | 3.28% | 29.7 | 100.00% | +54.24% | 0.00% | 0.00% | 0.00% | 28:49 | 04:58 | 04:58 | 52:40 | 52:40 | 52:40 | 47:42 | 35:20 |
 | Arcane Boots | 21 | 34.43% | 27.0 | 38.10% | -14.40% | +1.90% | +1.90% | 0.00% | 14:48 | 07:02 | 11:02 | 13:58 | 16:17 | 29:07 | 05:15 | 03:53 |
 | Buckler | 5 | 8.20% | 24.3 | 60.00% | +13.57% | +40.00% | +40.00% | 0.00% | 31:30 | 23:27 | 23:27 | 29:31 | 35:37 | 43:26 | 12:10 | 09:00 |
 | Ring of Protection | 9 | 14.75% | 21.6 | 44.44% | -3.64% | -44.44% | +55.56% | 0.00% | 19:42 | -01:29 | -01:29 | 23:27 | 29:31 | 43:26 | 31:00 | 22:57 |
 | Glimmer Cape | 6 | 9.84% | 18.9 | 50.00% | +2.73% | +50.00% | +50.00% | 0.00% | 24:12 | 21:12 | 21:47 | 21:52 | 26:15 | 28:04 | 04:28 | 03:18 |
 | Force Staff | 10 | 16.39% | 16.2 | 40.00% | -9.02% | -6.67% | +10.00% | 0.00% | 26:18 | 15:32 | 22:40 | 24:01 | 28:13 | 37:37 | 05:33 | 04:06 |
 | Refresher Orb | 1 | 1.64% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:24 | 56:24 | 56:24 | 56:24 | 56:24 | 56:24 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.64% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 00:00 | 00:00 |
 | Mekansm | 2 | 3.28% | 8.1 | 50.00% | +2.54% | -50.00% | 0.00% | 0.00% | 33:21 | 26:06 | 26:06 | 40:36 | 40:36 | 40:36 | 14:30 | 10:44 |
 | Urn of Shadows | 1 | 1.64% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 16:39 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.64% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:20 | 09:20 | 09:20 | 09:20 | 09:20 | 09:20 | 00:00 | 00:00 |